Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

Type-augmented Relation Prediction in Knowledge Graphs
- - Zijun Cui
  - Pavan Kapanipathi
  - et al.
- 2021
- AAAI 2021
Differentially Private Stochastic Coordinate Descent
- - Georgios Damaskinos
  - Celestine Mendler-Dünner
  - et al.
- 2021
- AAAI 2021
Second Order Techniques for Learning Time-Series with Structural Breaks
- - Takayuki Osogami
- 2021
- AAAI 2021
Learning Prediction Intervals for Model Performance
- - Benjamin Elder
  - Matthew Arnold
  - et al.
- 2021
- AAAI 2021
Submodel Decomposition Bounds for Influence Diagrams
- - Junkyu Lee
  - Radu Marinescu
  - et al.
- 2021
- AAAI 2021
Self-Progressing Robust Training
- - Minhao Cheng
  - Pin-Yu Chen
  - et al.
- 2021
- AAAI 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks
- - Maurício Gruppi
  - Sibel Adalı
  - et al.
- 2021
- AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
- - Wei Zhang
  - Murray Campbell
  - et al.
- 2021
- AAAI 2021
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
- - Maxwell Crouse
  - Ibrahim Abdelaziz
  - et al.
- 2021
- AAAI 2021
Anomaly Attribution with Likelihood Compensation
- - Tsuyoshi Ide
  - Amit Dhurandhar
  - et al.
- 2021
- AAAI 2021